{"id":"W4392117762","doi":"10.15173/m.v1i31.1850","title":"Anne Mckeage","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Historical and Scientific Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001752065,0.0000455027,0.00009006391,0.00001978079,0.0001833325,0.000004827254,0.00007718179,0.00001429491,0.0008886008],"category_scores_gemma":[0.0001603741,0.00002210587,0.00003566112,0.000161362,0.0002767621,0.00001023945,0.00002391494,0.00005542558,0.001966426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003184026,"about_ca_system_score_gemma":0.00004449133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001811434,"about_ca_topic_score_gemma":0.000004525616,"domain_scores_codex":[0.999554,0.00001343389,0.00007036074,0.0001019036,0.0001302476,0.000130101],"domain_scores_gemma":[0.99958,0.00003629638,0.00001463171,0.0002357796,0.00005619958,0.00007707028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002986251,0.0001005051,0.001511291,0.000009152701,0.00002736582,0.000003803086,0.006869504,2.683024e-9,0.005919643,0.0006527338,0.9802162,0.004659955],"study_design_scores_gemma":[0.0001346855,0.0001003505,0.01518545,0.000009662884,0.00003124959,0.00001513571,0.0006455098,0.000003928616,0.003798283,0.000189821,0.9798449,0.00004097126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8907607,0.0009024067,0.0000197142,0.01520667,0.002773749,0.0001146991,0.000001742534,0.00004505508,0.09017529],"genre_scores_gemma":[0.8896734,0.0000059719,0.0001514798,0.001280016,0.001213372,0.000008117207,7.298346e-7,0.000004742757,0.1076622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01748694,"threshold_uncertainty_score":0.9988106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04557356503239517,"score_gpt":0.3007120776510901,"score_spread":0.255138512618695,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}